Just to make sure you see what we are talking about. Here is one possible input image:
What you see is cell nuclei. The very bright areas are noise or unusually bright cells. The results of method 1 can be seen as follows:Each color represents a different region. You can see this is not very good as many cells are merged. The reference (human segmented image looks like this):